2008 |
23 | EE | Jounghoon Beh,
Taekjin Lee,
Inho Lee,
Hyunsoo Kim,
Sungjoo Ahn,
Hanseok Ko:
Combining acoustic echo cancellation and adaptive beamforming for achieving robust speech interface in mobile robot.
IROS 2008: 1693-1698 |
2007 |
22 | EE | Hyunsoo Kim,
Haesun Park,
Lars Eldén:
Non-negative Tensor Factorization Based on Alternating Large-scale Non-negativity-constrained Least Squares.
BIBE 2007: 1147-1151 |
21 | EE | Hyunsoo Kim,
Haesun Park,
Hongyuan Zha:
Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization.
BIBE 2007: 263-269 |
20 | EE | Jaegul Choo,
Hyunsoo Kim,
Haesun Park,
Hongyuan Zha:
A Comparison of Unsupervised Dimension Reduction Algorithms for Classification.
BIBM 2007: 71-77 |
19 | EE | Jounghoon Beh,
Taekjin Lee,
Sungjoo Ahn,
Hyunsoo Kim,
David K. Han,
Hanseok Ko:
Enabling directional human-robot speech interface via adaptive beamforming and spatial noise reduction.
IROS 2007: 3454-3459 |
18 | EE | Hyunsoo Kim,
Haesun Park:
Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares.
ISBRA 2007: 477-487 |
17 | EE | Hyunsoo Kim,
Haesun Park,
Hongyuan Zha:
Distance Preserving Dimension Reduction for Manifold Learning.
SDM 2007 |
16 | EE | Hyunsoo Kim,
Haesun Park:
Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis.
Bioinformatics 23(12): 1495-1502 (2007) |
15 | EE | Hyunsoo Kim,
Barry L. Drake,
Haesun Park:
Multiclass classifiers based on dimension reduction with generalized LDA.
Pattern Recognition 40(11): 2939-2945 (2007) |
2006 |
14 | EE | Kyung Tae Kim,
Hyunsoo Kim,
Hee Yong Youn:
Optimized Clustering for Maximal Lifetime of Wireless Sensor Networks.
EUC Workshops 2006: 465-474 |
13 | EE | Hyunsoo Kim,
Hee Yong Youn:
Finding the Number of Clusters Minimizing Energy Consumption of Wireless Sensor Networks.
ICCSA (3) 2006: 852-861 |
12 | EE | Hyunsoo Kim,
William Hu,
Yuval Kluger:
Unraveling condition specific gene transcriptional regulatory networks in Saccharomyces cerevisiae.
BMC Bioinformatics 7: 165 (2006) |
11 | EE | Hyunsoo Kim,
Gene H. Golub,
Haesun Park:
Missing value estimation for DNA microarray gene expression data: local least squares imputation.
Bioinformatics 22(11): 1410-1411 (2006) |
10 | EE | Hyunsoo Kim,
Barry L. Drake,
Haesun Park:
Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors.
IEEE Trans. Knowl. Data Eng. 18(5): 603-612 (2006) |
2005 |
9 | EE | Hyunsoo Kim,
Hee Yong Youn:
Prompt Detection of Changepoint in the Operation of Networked Systems.
International Conference on Computational Science (3) 2005: 1125-1129 |
8 | EE | Hyunsoo Kim,
Seong W. Kim,
Soobeom Lee,
Bongsoo Son:
Estimation of the Optimal Number of Cluster-Heads in Sensor Network.
KES (3) 2005: 87-94 |
7 | EE | Hyunsoo Kim,
Gene H. Golub,
Haesun Park:
Missing value estimation for DNA microarray gene expression data: local least squares imputation.
Bioinformatics 21(2): 187-198 (2005) |
6 | EE | Hyunsoo Kim,
Jeff X. Zhou,
Herbert C. Morse III,
Haesun Park:
A three-stage framework for gene expression data analysis by L1-norm support vector regression.
IJBRA 1(1): 51-62 (2005) |
5 | EE | Hyunsoo Kim,
Peg Howland,
Haesun Park:
Dimension Reduction in Text Classification with Support Vector Machines.
Journal of Machine Learning Research 6: 37-53 (2005) |
2004 |
4 | EE | Hyunsoo Kim,
Gene H. Golub,
Haesun Park:
Imputation of Missing Values in DNA Microarray Gene Expression Data.
CSB 2004: 572-573 |
3 | EE | Hyunsoo Kim,
Haesun Park:
Incremental and Decremental Least Squares Support Vector Machine and Its Application to Drug Design.
CSB 2004: 656-657 |
2 | EE | Hyunsoo Kim,
Haesun Park:
Data Reduction in Support Vector Machines by a Kernelized Ionic Interaction Model.
SDM 2004 |
2003 |
1 | EE | Yunsik Ahn,
Jungseok Suh,
Seungryeol Kim,
Hyunsoo Kim:
The software maintenance project effort estimation model based on function points.
Journal of Software Maintenance 15(2): 71-85 (2003) |